MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 201 |
Non-custodial x402 MCP payment layer for AI agents. Enables autonomous USDC pay…
|
A 85 4⁄4 | ||||||||
| 202 |
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
|
A 85 6⁄6 | ||||||||
| 203 |
Provides AI agents with persistent execution context across sessions through lo…
|
A 85 5⁄5 | ||||||||
| 204 |
SSH MCP Server
Claim
Enables SSH connections and remote command execution with persistent session ma…
|
A 85 5⁄4 | ||||||||
| 205 |
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab manage…
|
A 85 5⁄4 | ||||||||
| 206 |
mcp-costco
Claim
Enables interaction with Costco.com via browser automation to search products, …
|
A 85 5⁄5 | ||||||||
| 207 |
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
|
A 85 6⁄4 | ||||||||
| 208 |
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
|
A 85 6⁄6 | ||||||||
| 209 |
Provides 55 specialized tools for precise physics calculations and rigid-body s…
|
A 85 6⁄6 | ||||||||
| 210 |
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
|
A 85 5⁄5 | ||||||||
| 211 |
An agent-first note-taking system that provides AI-guided creation and organiza…
|
A 85 5⁄5 | ||||||||
| 212 |
Persistent memory for Claude Code — offline, single-file, hybrid search.
|
A 85 5⁄5 | ||||||||
| 213 |
chrome-mcp-secure
Claim
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + …
|
A 85 5⁄4 | ||||||||
| 214 |
Enables AI assistants to query and manage Clerk organizations, users, members, …
|
A 85 6⁄6 | ||||||||
| 215 |
Analyze and generate robots.txt files with AI crawler awareness. Fetch any site…
|
A 85 4⁄4 | ||||||||
| 216 |
Privacy-first web analytics with native MCP server. Query pageviews, referrers,…
|
B 84 6⁄6 | ||||||||
| 217 |
sqlite-mcp-server
Claim
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
|
B 84 5⁄4 | ||||||||
| 218 |
Provides time intelligence, persistent memory and complete traceability for AI …
|
B 84 5⁄5 | ||||||||
| 219 |
Provides LLMs with up-to-date, version-specific documentation and code examples…
|
B 84 6⁄6 | ||||||||
| 220 |
AI agent marketplace with x402 micropayments. Discover, execute, and pay agents…
|
B 84 5⁄5 | ||||||||
| 221 |
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, complianc…
|
B 84 5⁄5 | ||||||||
| 222 |
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
|
B 84 6⁄6 | ||||||||
| 223 |
Provides AI assistants with a hierarchical task management system that maintain…
|
B 84 5⁄5 | ||||||||
| 224 |
Webhook management and testing tools for AI agents. Provides tools for sending,…
|
B 84 4⁄4 | ||||||||
| 225 |
Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 1…
|
B 84 5⁄5 | ||||||||
| 226 |
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
|
B 84 5⁄5 | ||||||||
| 227 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 228 |
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
|
B 84 4⁄4 | ||||||||
| 229 |
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
|
B 84 5⁄5 | ||||||||
| 230 |
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
|
B 84 5⁄4 | ||||||||
| 231 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 232 |
A universal MCP server that enables any LLM or AI agent to access expert skills…
|
B 84 5⁄4 | ||||||||
| 233 |
Let's your agent access the heroku platform
|
B 84 5⁄5 | ||||||||
| 234 |
Provides comprehensive time manipulation capabilities including timezone conver…
|
B 84 5⁄5 | ||||||||
| 235 |
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
|
B 84 5⁄4 | ||||||||
| 236 |
courier-mcp
Claim
Build multi-channel notifications into your product, send messages, update list…
|
B 84 6⁄6 | ||||||||
| 237 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 238 |
A Model Context Protocol (MCP) server for Prometheus Alertmanager
|
B 84 5⁄4 | ||||||||
| 239 |
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
|
B 84 4⁄4 | ||||||||
| 240 |
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
|
B 84 5⁄4 | ||||||||
| 241 |
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
|
B 84 4⁄4 | ||||||||
| 242 |
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
B 84 5⁄5 | ||||||||
| 243 |
whatsapp-mcp-stream
Claim
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
|
B 84 5⁄4 | ||||||||
| 244 |
A Discord Model Context Protocol server that enables AI assistants to interact …
|
B 84 5⁄5 | ||||||||
| 245 |
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
|
B 84 5⁄5 | ||||||||
| 246 |
Enables direct interaction with local WordPress development sites through Local…
|
B 84 5⁄5 | ||||||||
| 247 |
MCP Server for Android/iOS application and device automation, development and a…
|
B 84 5⁄5 | ||||||||
| 248 |
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist t…
|
B 84 5⁄4 | ||||||||
| 249 |
|
B 84 6⁄6 | ||||||||
| 250 |
MCP server for Obsidian — read, write, search, and surgically edit notes, tags,…
|
B 84 5⁄4 | ||||||||